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Volume 15: Student Paper Competition最新文献

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Investigation of Design Models for Printed Circuit Heat Exchangers With Straight Semicircular Channels 直半圆通道印刷电路换热器设计模型研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-93325
Junjun Mao, Gang Zhao, Xiaoyong Yang
Printed circuit heat exchangers (PCHEs) are a promising technology for the closed Brayton cycle of nuclear energy due to their high compactness, capability to withstand high pressure and large temperature difference, and high heat transfer efficiency. The design calculation of PCHEs has a significant impact on the cycle performance. This paper proposes a theoretical model for predicting the thermal-hydraulic performance of semicircular straight-channel PCHEs. The irregular fins are equivalent to rectangular fins of equal height, making the model more simplified and accurate. The model is verified using experimental data from the literature. Based on this model, the heat transfer characteristics of composite PCHEs, where crossflow exists at the inlet and outlet, are investigated. The results indicate that the heat transfer performance of PCHEs can be more accurately predicted by using the length of the overlapping region of hot and cold channels as the reference length. Furthermore, the effects of geometric parameters on the heat transfer performance of semicircular straight-channel PCHEs are studied. The results show that the heat transfer performance of the semicircular straight-channel PCHEs decreases with the increase of the channel radius and the vertical interval, and increases with the increase of the horizontal interval. And the horizontal and vertical interval affect heat transfer performance slightly. This study provides a reference for the design and application of PCHEs in the helium closed Brayton cycle in the future.
印刷电路热交换器(PCHEs)具有紧凑性好、耐高压、温差大、传热效率高等优点,是核能封闭布雷顿循环的一种很有前途的技术。pch的设计计算对循环性能有重要影响。本文提出了一种预测半圆直通道PCHEs热工性能的理论模型。不规则翅片相当于等高的矩形翅片,使模型更加简化和精确。用文献中的实验数据对模型进行了验证。基于该模型,研究了进口和出口存在交叉流的复合PCHEs的换热特性。结果表明,以冷热通道重叠区域的长度作为参考长度,可以更准确地预测pchs的传热性能。此外,还研究了几何参数对半圆形直通道PCHEs传热性能的影响。结果表明:直线型半圆形PCHEs的换热性能随通道半径和垂直间距的增大而减小,随水平间距的增大而增大;水平和垂直间距对换热性能影响较小。该研究为今后氦封闭Brayton循环中PCHEs的设计和应用提供了参考。
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引用次数: 0
Reliability Analysis of Phased Mission Systems Using GO-FLOW Methodology 基于GO-FLOW方法的阶段任务系统可靠性分析
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91772
Zhan-Xiang He, Jun Yang, T. Matsuoka, Ming Yang
A Phased Mission System (PMS) is defined as a system subject to multiple, consecutive and non-overlapping operation phases of tasks during its mission, which is commonly found in complex technological and engineering practices such as aerospace, nuclear and military operations, etc. Over the past few decades, extensive efforts have been devoted to advance the theories, methods, techniques and tools used for reliability analysis of PMS. The general methods include fault tree based combinatorial approaches and Markov chains. In this paper, a success-oriented GO-FLOW method with a new exact algorithm is presented for reliability analysis of multi-phase mission systems. The feasibility and correctness of the extended GO-FLOW method (GFA) for PMS analysis are proved by comparing the results with fault tree analysis based on Sum of Disjoint Products (SDP) generation algorithm for two example case studies. The comparison results show that the GO-FLOW method can be effectively applied for reliability analysis of PMS in a very compact way. Consistent results can be obtained using extended GO-FLOW algorithm when compared to the fault tree analysis.
分阶段任务系统(PMS)是指在执行任务过程中,多个连续且不重叠的任务运行阶段构成的系统,在复杂的技术和工程实践中,如航空航天、核和军事行动等中很常见。在过去的几十年里,人们致力于推进PMS可靠性分析的理论、方法、技术和工具。一般的方法包括基于故障树的组合方法和马尔可夫链。针对多阶段任务系统的可靠性分析问题,提出了一种面向成功的GO-FLOW方法和一种新的精确算法。通过与基于不相交积和(SDP)生成算法的故障树分析结果的比较,验证了扩展GO-FLOW方法用于PMS分析的可行性和正确性。对比结果表明,GO-FLOW方法可以简洁有效地应用于PMS的可靠性分析。与故障树分析相比,扩展GO-FLOW算法得到了一致的结果。
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引用次数: 0
Research on Generalization of Typical Data-Driven Fault Diagnosis Methods for Nuclear Power Plants 核电站典型数据驱动故障诊断方法的推广研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-88934
Jiangkuan Li, Meng Lin
With the development of artificial intelligence technology, various achievements have been realized in data-driven nuclear power plant fault diagnosis. Even endowed with high flexibility and practicability, most of the proposed data-driven methods are based on the same assumptions that the test data is in the same distribution as the training data. In practice, nuclear power plants may be in variable operating conditions, which brings challenges to the generalization of the diagnosis model trained by finite data. In this paper, the widely used data-driven models in nuclear power plant fault diagnosis: Random Forest (RF), K-Nearest Neighbor algorithm (KNN), Fully Connected Neural Network (FCNN) and Convolutional Neural Network (CNN) are taken as examples to study the influence of the distribution discrepancy between training data (source domain) and test data (target domain) on their generalization. The results show that the distribution discrepancy exert serious adverse effects on the diagnostic performance of the data-driven models. At the same time, to improve the generalization of data-driven models, a nuclear power plant fault diagnosis transfer learning method based on pre-trained model is proposed, which can utilize the fault diagnosis knowledge from the source domain task to accelerate the model training in the target domain task, so that the model can achieve better diagnosis performance with limited labeled data in target domain.
随着人工智能技术的发展,数据驱动的核电站故障诊断取得了各种成果。尽管被赋予了很高的灵活性和实用性,但大多数提出的数据驱动方法都是基于相同的假设,即测试数据与训练数据处于相同的分布中。在实际运行中,核电厂可能处于可变运行状态,这给有限数据训练的诊断模型的泛化带来了挑战。本文以随机森林(Random Forest, RF)、k近邻算法(K-Nearest Neighbor algorithm, KNN)、全连接神经网络(Fully Connected Neural Network, FCNN)和卷积神经网络(Convolutional Neural Network, CNN)等在核电厂故障诊断中广泛应用的数据驱动模型为例,研究了训练数据(源域)和测试数据(目标域)分布差异对其泛化的影响。结果表明,分布差异严重影响数据驱动模型的诊断性能。同时,为了提高数据驱动模型的泛化能力,提出了一种基于预训练模型的核电厂故障诊断迁移学习方法,利用源域任务中的故障诊断知识加速目标域任务中的模型训练,使模型在目标域有限的标记数据下获得更好的诊断性能。
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引用次数: 1
Numerical Investigations of the LBE Flow and Heat Transfer Characteristics in the Helical-Coiled Tube Bundle 螺旋盘绕管束内LBE流动和传热特性的数值研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91911
Cong Shen, Limin Liu, Maolong Liu, H. Gu
Due to the advantages of compactness and enhanced heat transfer efficiency, the Helical-Coiled Once-Through Steam Generator (HCOTSG) is one of the best choices to be applied in the Lead-bismuth Fast Reactor (LFR). In order to investigate the flow and heat transfer characteristics in the shell side of lead-bismuth eutectic (LBE) HCOTSG for the purpose of safety analysis and optimization design, a CFD method for calculating the heat transfer and flow resistance in helical-coiled tube bundles is proposed. Based on available relevant experimental studies, the numerical model is validated. Validation results indicate that the liquid LBE cross flow through helical-coiled tube bundles can be well simulated using SST k-ω model and turbulent Prandtl number model. The maximum deviation for both friction factor and Nusselt number is less than 15%. After validating the reliability of the numerical model, geometry models with different helix angles of the shell side are established. Effects of helix angle on the flow resistance and heat transfer performances are presented. The flow and heat transfer characteristics in the helical-coiled tube bundle are numerically simulated and analyzed. This work provides a new method for studying the flow and heat transfer characteristics and optimization design of liquid metal H-OTSG.
螺旋盘绕式蒸汽发生器(HCOTSG)具有结构紧凑、传热效率高的优点,是应用于铅铋快堆(LFR)的最佳选择之一。为了研究铅铋共晶(LBE) HCOTSG壳侧的流动和传热特性,为安全性分析和优化设计提供依据,提出了一种计算螺旋盘绕管束内传热和流动阻力的CFD方法。在已有相关实验研究的基础上,对数值模型进行了验证。验证结果表明,采用SST k-ω模型和湍流普朗特数模型可以很好地模拟液体LBE在螺旋管束中的交叉流动。摩擦系数与努塞尔数的最大偏差均小于15%。在验证了数值模型的可靠性后,建立了不同壳侧螺旋角的几何模型。研究了螺旋角对流动阻力和换热性能的影响。对螺旋盘绕管束内的流动和传热特性进行了数值模拟和分析。该工作为研究液态金属H-OTSG的流动传热特性和优化设计提供了新的方法。
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引用次数: 0
Validation of TULIP via ICSBEP Critical Benchmark 通过icsep关键基准验证TULIP
Pub Date : 2022-08-08 DOI: 10.1115/icone29-93353
Wenjie Chen, Xianan Du, Youqi Zheng, Yongping Wang, Rong Wang, Hongchun Wu
NECP-SARAX is a neutronics code system for fast spectrum reactor developed by Nuclear Engineering Computational Physics Laboratory team of Xi'an Jiaotong University. In previous work, NECP-SARAX has shown high performance on fast spectrum reactor analysis. Recently, neutron-moderating materials are employed in advance reactors design where the pure fast spectrum is softened to intermediate and thermal energy spectrum. Due to the larger fission cross-section below the fast energy range, the volume of reactors reaching criticality can be reduced. Compared that in fast energy range, the temperature reactivity negative feedback resulting from the Doppler effect in thermal spectrum range is more significant, which is conducive to the safety and miniaturization of the reactors. To meet the design requirement of this kind of reactor, the assembly-wise neutron spectrum calculation module TULIP of NECP-SARAX has recently been extended to generate the cross sections for both the thermal and fast spectrum reactor system. Therefore, in this paper, the validation works of TULIP code have been performed. In order to systematically validate the accuracy of TULIP code, a series of benchmarks with neutron-moderating material are selected from the ICSBEP, such as HEU-MET-FAST-001-002,HEU-MET-FAST-027-001, U233-SOL-THERM-015-001. The numerical results showed that the TULIP code had accurate neutron spectrum calculation capability for the advanced nuclear reactor design.
NECP-SARAX是由西安交通大学核工程计算物理实验室团队开发的快谱堆中子编码系统。在以往的工作中,NECP-SARAX在快谱堆分析中表现出了优异的性能。近年来,中子慢化材料被应用于先进反应堆设计中,将纯快能谱软化为中间能谱和热能谱。由于在快能范围以下的裂变截面较大,达到临界的反应堆体积可以减小。与快能段相比,热谱段由多普勒效应引起的温度反应性负反馈更为显著,有利于反应堆的安全性和小型化。为了满足这类反应堆的设计要求,最近对NECP-SARAX的装配式中子谱计算模块TULIP进行了扩展,以生成热谱和快谱反应堆系统的截面。因此,本文对TULIP代码进行了验证工作。为了系统地验证TULIP代码的准确性,从icshep中选择了一系列具有中子慢化材料的基准,如HEU-MET-FAST-001-002,HEU-MET-FAST-027-001, U233-SOL-THERM-015-001。数值计算结果表明,TULIP程序对先进反应堆设计具有精确的中子谱计算能力。
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引用次数: 0
Experimental and Numerical Research on Droplet Drag Coefficient and Deformation Coefficient in Nuclear Power Plants 核电站液滴阻力系数和变形系数的实验与数值研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-90656
Ru Li, Ruifeng Tian, Bowen Chen, Bo Wang
There are many multiphase flow phenomena in steam generators (SG) of nuclear power plants (NPPs) and the movement of droplets affects the separation efficiency of dryers in SG. And the most important factor affecting droplet movement is drag force on droplet. Drag force coefficient (DRC) and deformation coefficient (DEC) as characterization coefficient of drag force have important research significance. In this paper, water and silicone oil are used as continuous phase and dispersed phase, respectively. Study on variation of the DRC when Re is in the range of 30–1200 is carried out. Firstly, the motion of droplets (MDs) of different sizes is visually studied by using the high-speed camera and images of MD is acquired. The droplet contour is recognized based on principle of boundary differentiation and the centroid coordinates of the droplet are determined, thus DRC and DEC are obtained. Besides, the relationship between DRC and DEC are researched. Additionally, Lattice Boltzmann Method (LBM) is used to simulate the droplet motion. The simulation results are compared with the experimental results, thus verifying the feasibility of LBM method to simulate the MD. The results show that when velocity of droplet (VD) is low, DRC is inversely proportional to VD. While VD is high, DRC is constant. When the droplet diameter (DD) is small, the final VD is proportional to DD, and when DD is large, the final VD is proportional to the square of DD. The DEC is linearly related to We. The larger the We, the smaller the DEC. Shan-Chen model of LBM is feasible for droplets with low Reynolds number (Re), while the simulation of droplets with high Re is the future prospect.
核电站蒸汽发生器中存在许多多相流现象,液滴的运动影响着蒸汽发生器干燥器的分离效率。影响液滴运动的最重要因素是液滴所受的阻力。阻力系数(DRC)和变形系数(DEC)作为阻力的表征系数具有重要的研究意义。本文采用水作为连续相,硅油作为分散相。研究了Re在30 ~ 1200范围内DRC的变化规律。首先,利用高速摄像机对不同大小液滴的运动进行视觉研究,获取液滴图像;基于边界微分原理识别液滴轮廓,确定液滴质心坐标,从而得到DRC和DEC。此外,还研究了DRC与DEC之间的关系。此外,采用晶格玻尔兹曼方法(LBM)模拟液滴运动。仿真结果与实验结果进行了比较,验证了LBM方法模拟液滴速度的可行性。结果表明,当液滴速度(VD)较小时,DRC与VD成反比。当VD很高时,DRC是恒定的。当液滴直径(DD)较小时,最终VD与DD成正比,当DD较大时,最终VD与DD的平方成正比,DEC与We呈线性相关。We越大,对于低雷诺数(Re)液滴,LBM的dec - Shan-Chen模型的可行性越小,而对于高雷诺数液滴的模拟是未来的发展方向。
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引用次数: 0
Preliminary Prediction of Young’s Modulus and Thermal Conductivity of Porous U-50 wt.% Zr Alloy: A Molecular Dynamic and Semi-Empirical Study 多孔U-50 wt.% Zr合金杨氏模量和导热系数的初步预测:分子动力学和半经验研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91602
Mengke Cai, Tenglong Cong, H. Gu
In the upgrades and innovations of nuclear fuel material, the U-50 wt.% Zr alloy is regarded as one of the most promising metallic fuel materials, due to its excellent thermal response, acceptable irradiation performance, and ease of fuel recycling. Under in-pile irradiation, large temperature gradients and dimensional changes contribute to complicated fuel thermal-mechanical behaviors, including the pore effect induced by fission gas production. However, the deficiency of the physical parameters of the porous U-50 wt.% Zr alloy makes it hardly possible to conduct fuel performance prediction under high irradiation conditions. To obtain Young’s modulus and thermal conductivity of porous U-50 wt.% Zr alloy, the molecular dynamics (MD) code LAMMPS and the modified embedded atom method (MEAM) potential for binary U-Zr system were incorporated. In this study, three-dimensional elastic constants were calculated by engineering strain loading method at different ambient temperatures and porosities, and the effective Young’s modulus was computed via Voigt averaging scheme. The phonon thermal conductivity was simulated with the Non-Equilibrium Molecular Dynamics (NEMD) method, and the electron thermal conductivity was predicted by semi-empirical correlations and existing density functional theory (DFT) results. The parallel model, series model and effective medium theory (EMT) were adopted to consider the mixture and pores effect. Finally, porosity factors were proposed to establish new semi-empirical correlations, which could give a preliminary prediction of Young’s modulus and thermal conductivity for porous U-50 wt.% Zr alloy.
在核燃料材料的升级和创新中,U-50 wt.% Zr合金因其优异的热响应、可接受的辐照性能和易于燃料回收而被认为是最有前途的金属燃料材料之一。在堆内辐照下,较大的温度梯度和尺寸变化导致了复杂的燃料热力学行为,其中包括裂变气产生的孔隙效应。然而,由于多孔U-50 wt.% Zr合金物理参数的不足,使得在高辐照条件下进行燃料性能预测难以实现。为了获得多孔U-50 wt.% Zr合金的杨氏模量和导热系数,采用了分子动力学(MD)代码LAMMPS和二元U-Zr体系的改进嵌入原子法(MEAM)势。采用工程应变加载法计算不同环境温度和孔隙率下的三维弹性常数,采用Voigt平均法计算有效杨氏模量。利用非平衡分子动力学(NEMD)方法模拟了声子的热导率,利用半经验关联和现有密度泛函理论(DFT)结果预测了电子的热导率。采用并联模型、串联模型和有效介质理论(EMT)来考虑混合孔隙效应。最后,提出孔隙率因子建立新的半经验关联关系,可以对U-50 wt.% Zr多孔合金的杨氏模量和导热系数进行初步预测。
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引用次数: 0
Development and Application of a Real-Time Visualization and Simulation Platform Based on the Generic Platform Interface ICoCo and the Qt Framework 基于通用平台接口ICoCo和Qt框架的实时可视化仿真平台的开发与应用
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91644
Yanyi Shen, Hongli Chen, Tao Ding, Tianyi Liu, Junjie Tang
It is of necessity and importance for the development of a real-time visualization and simulation platform for the lead-cooled fast reactor in order to provide a better learning and research platform for technicians. In this research, a visualization platform for the primary loop system of medium-sized modular lead-cooled fast reactor M2LFR-1000 has been developed based on Generic Platform Interface ICoCo and Qt framework, relying on the system code Relap5. The simulation code used in the visualization platform is first wrapped by the generic platform interface ICoCo (Interface for Code Coupling) and then compiled to a shared library. A multithreading C++ script is developed as the supervisor, which supervises the system code Relap5 and realizes the control of real-time simulation. The graphical man-machine interface of the platform is developed by a set of UI elements provided by Qt Widgets Module. The communication between simulation code and GUI is performed with the signals and slots mechanism, which requires a Qt’s C++ extension developed as the meta-object compiler (moc). Via the actual operation by the visualization and simulation platform, the results verify that the platform can realize the real-time simulation and control of the primary loop system of M2LFR-1000 and provide a practical means of real-time monitoring and regulation of reactor operations for technicians.
开发一个铅冷快堆的实时可视化仿真平台,为技术人员提供一个更好的学习和研究平台,是十分必要和重要的。本研究基于通用平台接口ICoCo和Qt框架,依托系统代码Relap5,开发了中型模块化铅冷快堆M2LFR-1000主回路系统可视化平台。可视化平台中使用的仿真代码首先由通用平台接口ICoCo (interface for code Coupling)封装,然后编译成共享库。开发多线程c++脚本作为监控程序,对系统代码Relap5进行监控,实现实时仿真的控制。平台的图形人机界面是由Qt Widgets Module提供的一组UI元素开发的。仿真代码和GUI之间的通信是通过信号和插槽机制来实现的,这需要Qt的c++扩展作为元对象编译器(moc)来开发。通过可视化仿真平台的实际运行,验证了该平台能够实现M2LFR-1000一次回路系统的实时仿真与控制,为技术人员实时监控和调控反应堆运行提供了一种实用的手段。
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引用次数: 0
Heat Transfer for Forced Flow of Helium Gas in a Small Diameter Tube With Different Heated Length 氦气在不同受热长度的小直径管内强制流动的换热特性
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91899
Yushi Honjo, Feng Xu, Qiusheng Liu, M. Shibahara
As one of the cooling methods for the blanket in a fusion reactor, forced convection using helium gas has been considered as one of the promising candidates. In this study, in order to clarify the effect of tube length on heat transfer for forced flow of helium gas under various velocities and pressures, experiments on forced convection heat transfer for helium gas in a small diameter tube were conducted. A circular tube made of platinum with an inner diameter of 1.8 mm and a heated length of 50 mm was used in this experiment. The tube was heated with exponentially increasing heat inputs. As a result of the experiment, the heat transfer process can be considered in the quasi-steady state when the e-folding time is larger than about 1.5 s. In addition, the heat transfer coefficient increased with the increases in velocity and pressure. The heat transfer was also higher than that of conventional turbulent heat transfer correlation. By comparing with the experimental results of tube with different heated lengths, it was found that the heat transfer coefficients for the heated length of 50 mm were higher than those of the one with a length of 90 mm.
氦气强制对流作为核聚变堆包层冷却方法之一,已被认为是一种很有前途的冷却方法。在本研究中,为了明确不同流速和压力下管内长度对氦气强制对流换热的影响,进行了小直径管内氦气强制对流换热实验。实验采用内径为1.8 mm,加热长度为50 mm的铂制圆管。用指数增加的热输入加热管。实验结果表明,当电子折叠时间大于1.5 s左右时,传热过程可以考虑为准稳态。换热系数随流速和压力的增大而增大。换热系数也高于传统的湍流换热系数。通过对不同加热长度管的实验结果进行比较,发现加热长度为50 mm的管的换热系数高于加热长度为90 mm的管的换热系数。
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引用次数: 0
Development of Adaptive Sampling Software Based on Relap5 基于Relap5的自适应采样软件开发
Pub Date : 2022-08-08 DOI: 10.1115/icone29-92454
Haoyin Chen, He Wang, Mohamedelmogtabh Omer Elfadni Suliman, Xinyue Wang, Qiang Zhao
The RISMC analysis method is a coupled dynamic safety analysis method that combines deterministic safety analysis and probabilistic safety analysis. It comprehensively simulates the dynamic response process of nuclear power plants under accidents through Monte Carlo sampling and dynamic event tree methods. In order to fully reflect the response process of the nuclear power plant and ensure the accuracy of the calculation results, it is necessary to sample a large number of input space parameters, which will result in unbearable time costs. Adaptive sampling can predict the state of the position input space parameters through a small number of forward sampling calculation results and divide the input space by generating limit surfaces to calculate the failure probability, which can greatly save computing time. Based on researching RISMC analysis tools at home and abroad, the research and development of adaptive sampling and RELAP5 coupling calculation software is realized. The test case of the Qinshan nuclear power plant station blackout accident shows that the adaptive sampling function of calculating failure space probability through a small amount of sampling is realized, and the efficiency of RISMC analysis and calculation is improved.
RISMC分析方法是一种确定性安全分析与概率安全分析相结合的耦合动态安全分析方法。通过蒙特卡罗采样和动态事件树方法,全面模拟了核电站在事故下的动态响应过程。为了充分反映核电站的响应过程,保证计算结果的准确性,需要对大量的输入空间参数进行采样,这将造成难以承受的时间成本。自适应采样可以通过少量前向采样计算结果预测位置输入空间参数的状态,并通过生成极限曲面对输入空间进行划分来计算失效概率,可以大大节省计算时间。在研究国内外RISMC分析工具的基础上,实现了自适应采样与RELAP5耦合计算软件的研究与开发。秦山核电站停电事故的试验实例表明,实现了通过少量采样计算故障空间概率的自适应采样函数,提高了RISMC分析计算的效率。
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引用次数: 0
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